Predictions and Prediction Intervals Homework Help

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What clicks your mind by predictions and prediction intervals?
In terms of statistics, prediction intervals are simply estimation of intervals in which the upcoming observations will fall, based on a probability, where the observations are already given. These prediction intervals are basically used to analyse regression. They predict the dispensation of future points individually. Prediction intervals are also available in forecasts where it is difficult to approximate the intervals having contrary series.

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